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NVIDIA AI Research Proposes Language Instructed Temporal-Localization Assistant (LITA), which Enables Accurate Temporal Localization Using Video LLMs
Large Language Models (LLMs) have proven their impressive instruction-following capabilities, and they can be a universal interface for various tasks such as text generation, language translation, etc. These models can be extended to multimodal LLMs to process...
Top Ten Python Libraries for Machine Learning and Deep Learning in 2024
In 2024, the landscape of Python libraries for machine learning and deep learning continues to evolve, integrating more advanced features and offering more efficient and easier ways to build, train, and deploy models. Below are the top ten Python libraries that stand...
Adaptive-RAG: Enhancing Large Language Models by Question-Answering Systems with Dynamic Strategy Selection for Query Complexity
In the evolving field of Retrieval-Augmented Generation (RAG), the quest for refining question-answering (QA) capabilities remain at the forefront of research. Integrating external knowledge bases with large language models (LLMs) has unlocked new avenues for...
Mini-Gemini: A Simple and Effective Artificial Intelligence Framework Enhancing multi-modality Vision Language Models (VLMs)
Vision Language Models (VLMs) emerge as a result of a unique integration of Computer Vision (CV) and Natural Language Processing (NLP). This integration seeks to mimic human-like understanding by interpreting and generating content that marries images with words,...
Researchers from the University of Washington and Meta AI Present a Simple Context-Aware Decoding (CAD) Method to Encourage the Language Model to Attend to Its Context During Generation
Language models (LMs) have proven their remarkable effectiveness in generating coherent and fluent continuations of a prompt or document prefix. In the text generation step, they mostly rely on two sources of knowledge: (1) prior knowledge, which is learned during...
7 GPTs That Are Game-Changing For Entrepreneurs
In the rapidly evolving world of artificial intelligence (AI), entrepreneurs find themselves at the forefront of innovation and efficiency. The advent of generative pre-trained transformers (GPT) has introduced a plethora of tools designed to streamline the...
